Multidimensional informatic deconvolution defines gender-specific roles of hypothalamic GIT2 in aging trajectories

Mech Ageing Dev. 2019 Dec:184:111150. doi: 10.1016/j.mad.2019.111150. Epub 2019 Sep 28.

Abstract

In most species, females live longer than males. An understanding of this female longevity advantage will likely uncover novel anti-aging therapeutic targets. Here we investigated the transcriptomic responses in the hypothalamus - a key organ for somatic aging control - to the introduction of a simple aging-related molecular perturbation, i.e. GIT2 heterozygosity. Our previous work has demonstrated that GIT2 acts as a network controller of aging. A similar number of both total (1079-female, 1006-male) and gender-unique (577-female, 527-male) transcripts were significantly altered in response to GIT2 heterozygosity in early life-stage (2 month-old) mice. Despite a similar volume of transcriptomic disruption in females and males, a considerably stronger dataset coherency and functional annotation representation was observed for females. It was also evident that female mice possessed a greater resilience to pro-aging signaling pathways compared to males. Using a highly data-dependent natural language processing informatics pipeline, we identified novel functional data clusters that were connected by a coherent group of multifunctional transcripts. From these it was clear that females prioritized metabolic activity preservation compared to males to mitigate this pro-aging perturbation. These findings were corroborated by somatic metabolism analyses of living animals, demonstrating the efficacy of our new informatics pipeline.

Keywords: Aging; Female; GIT2; Hypothalamus; Longevity.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aging / genetics*
  • Aging / physiology*
  • Animals
  • Cluster Analysis
  • Computational Biology
  • Female
  • GTPase-Activating Proteins / genetics*
  • GTPase-Activating Proteins / physiology*
  • Hypothalamus / metabolism*
  • Longevity / genetics
  • Longevity / physiology
  • Male
  • Mice
  • Mice, Inbred C57BL
  • RNA / biosynthesis
  • RNA / genetics
  • Sex Characteristics
  • Signal Transduction / genetics
  • Signal Transduction / physiology
  • Transcriptome

Substances

  • GTPase-Activating Proteins
  • Git2 protein, mouse
  • RNA